Vectorizer: Vectorizing NumPy Programs with Shape-Guided Rewrite

Jingqian Liu, Xiaoyu Liu, Yuepeng Wang

NumPy is a widely used Python library for numerical scientific computing, known for its declarative APIs and its optimized implementations. However, writing efficient NumPy program…